| # Task: 4-arm restless bandit | |
| Human participants choose among **four** actions each trial and receive a scalar reward. | |
| Actions are encoded as integers **1–4**. | |
| This is a restless bandit-style sequential decision task used for evaluating agents on | |
| same-subject continuation and related behavioral prediction settings defined by the challenge. | |